• Title/Summary/Keyword: Econometric analysis

Search Result 155, Processing Time 0.038 seconds

A Study on the Valuation of Call Quality in Korean Mobile Communication Industry

  • Kim, Mincheol;Lee, Hyungseok
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.26 no.7A
    • /
    • pp.1275-1283
    • /
    • 2001
  • The purpose of this paper is to test whether prices of mobile communication service reflect their varying degrees of call quality, controlling for other service attributes. As, in fact, service is intangible goods difficult to measure its value, this paper makes use of econometric model, hedonic price analysis. Hedonic price analysis, has ever been applied in public or environmental economics, is employed and produces estimates of the prices (or the contributions toward the total price) for each characteristic. This paper applied hedonic technique to the value measurement of a service property for the use of Korean mobile communication. This paper uses actual transaction prices of mobile communication service to determine whether or not the market functions in pricing call quality of mobile communication service. Finally, this show that the willingness to pay of consumer increases as call quality increases and so market makes prices on call qualities. Thus, major concern in this paper is about value measurement o service quality, and also suggest of the possibility to determine call quality value (or price) of mobile communication service.

  • PDF

The Effect of Industrial Agglomeration on Economic Growth in East Java, Indonesia

  • HARDJOKO, Arief Tri;SANTOSO, Dwi Budi;SUMAN, Agus;SAKTI, Rachmad Kresna
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.8 no.10
    • /
    • pp.249-257
    • /
    • 2021
  • Industrial agglomeration policy is a strategy that is expected to accelerate economic growth to transform an impoverished region into a prosperous one. However, industrial agglomeration also has the potential to exacerbate development inequality due to the concentration of economic development activities in certain areas. Therefore, this study aims to investigate what strategies are best to minimize the adverse effects of industrial agglomeration. This study uses econometric analysis with panel data covering 38 districts/cities in East Java during the 2011-2019 period. The results showed that the combination of industrial agglomeration policies coupled with accelerated sectoral growth, hard infrastructure development, and soft infrastructure provided the best policy outcome, improving regional inequality and accelerating economic growth in East Java. Based on the analysis, we find that East Java's economic growth characteristics are convergent but relatively long. Therefore, the East Java economic development policy during 2010-2019 should be reviewed due to the relatively long convergence period. Furthermore, this study also found that industrial agglomeration slows down the convergence and economic growth of East Java. In the future, the deployment of Industrial Development Centers (PPI) outside the existing eight districts/cities is needed to accelerate the spread of economic activity in East Java.

Exploration of Antecedents of Quality of Life and Perceived Healthiness for Senior Citizen at Chungbuk Province (충북 지역 노인들의 삶의 질과 주관적 건강도의 선행요인에 대한 탐구)

  • Song, Myungkeun;Lee, Won Seok;Moon, Joonho
    • Asia-Pacific Journal of Business
    • /
    • v.13 no.3
    • /
    • pp.417-431
    • /
    • 2022
  • Purpose - The purpose of current study is to investigate the determinants of quality of life in Chungbuk province using Korean longitudinal study aging data. Design/methodology/approach - This study used quality of life and perceived healthiness as the dependent variables. This study selected perceived healthiness, economic participation, annual travel frequency, religion, and fellowship as the independent variables to account for quality of life. For the data analysis, this study implemented econometric analysis, which includes ordinary least square, one-way fixed effect, and feasible generalized least square. Findings - Perceived healthiness positively affected quality of life. Also, quality of life is positively influenced by economic participation and annual travel frequency. However, religion and fellowship appeared as non-significant attribute to account for quality of life. The results also present that perceived healthiness is positively influenced by economic participation, annual travel frequency, and fellowship. Research implications or Originality - Given the results, this offers the implication for the senior citizen welfare policy. This study also produced policy implication for local community.

The Nexus Between Intellectual Capital and Financial Performance: An Econometric Analysis from Pakistan

  • GUL, Raazia;AL-FARYAR, Mamdouh Abdulaziz Saleh;ELLAHI, Nazima
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.9 no.7
    • /
    • pp.231-237
    • /
    • 2022
  • Intellectual Capital, a valuable intangible organizational asset, is primarily linked to a company's financial performance and is divided into three categories: human, structural, and relational capital. This paper investigates the impact of intellectual capital on the financial performance of selected Pakistani companies in the Information and Communication sector, as this sector is heavily reliant on intellectual capital. The data for 11 firms was gathered from the State Bank's Financial Statements Analysis of Companies Listed on the Pakistan Stock Exchange from 2015 to 2020. Pulić's (2004) Value Added Intellectual Coefficient (VAICTM) has been used to assess a company's IC efficiency. VAICTM and its components, the efficiency of intellectual capital, and the efficiency of capital employed are calculated. Financial performance is measured through return on assets, return on capital employed, and asset turnover ratio. Multiple regression, fixed-effect, and random-effect Panel Data estimation are used in the empirical study. The findings suggest that intellectual capital efficiency has a large impact on major profitability metrics, but little effect on company productivity. It can be inferred from the results that the companies must invest in advanced technology, the latest machinery, and well-equipped offices to improve financial performance and productivity and gain a competitive advantage.

How Long Will Your Videos Remain Popular? Empirical Study with Deep Learning and Survival Analysis

  • Min Gyeong Choi;Jae Hong Park
    • Asia pacific journal of information systems
    • /
    • v.33 no.2
    • /
    • pp.282-297
    • /
    • 2023
  • One of the emerging trends in the marketing field is digital video marketing. Online videos offer rich content typically containing more information than any other type of content (e.g., audible or textual content). Accordingly, previous researchers have examined factors influencing videos' popularity. However, few studies have examined what causes a video to remain popular. Some videos achieve continuous, ongoing popularity, while others fade out quickly. For practitioners, videos at the recommendation slots may serve as strong communication channels, as many potential consumers are exposed to such videos. So,this study will provide practitioners important advice regarding how to choose videos that will survive as long-lasting favorites, allowing them to advertise in a cost-effective manner. Using deep learning techniques, this study extracts text from videos and measured the videos' tones, including factual and emotional tones. Additionally, we measure the aesthetic score by analyzing the thumbnail images in the data. We then empirically show that the cognitive features of a video, such as the tone of a message and the aesthetic assessment of a thumbnail image, play an important role in determining videos' long-term popularity. We believe that this is the first study of its kind to examine new factors that aid in ensuring a video remains popular using both deep learning and econometric methodologies.

The Econometric Evaluation of the Impact of R&D Incentive on Technological Outcomes (R&D지원정책이 기술성과에 미치는 영향분석)

  • Lee, Johng-Ihl;Kim, Chan-Jun
    • Journal of Korea Technology Innovation Society
    • /
    • v.10 no.1
    • /
    • pp.1-21
    • /
    • 2007
  • Among numerous policy influencers' and researchers' advices and policy suggestions, there is little opposition to the proposition that technology is essential to the economic development. The role of technology has never been more emphasized than today in Korea as in any other countries. The effects of the government's innovation policy on corporate R&D activities and more broadly the economic welfare of a whole nation are widely recognized with intuitional and empirical evidence. That is, various R&D incentives reduce the marginal cost of a firm's R&D efforts, inducing as much increase of its R&D investment to result in a better chance to acquire target technology. This paper examines the impact of R&D incentives on the technological outcomes by analyzing individual firms' investment behaviors subject to the government's R&D incentive policies. An econometric model of technological outcomes is estimated on a project level with cross-sectional data. "Probit model" is employed for estimations. Special attention was given to the effectiveness of R&D programs by estimating policy impact by types of investment. The data were collected from 928 different R&D projects completed between 1987 and 1993. With the single equation approach, we were able to find that the structure of investment is a far more significant factor in technological outcomes than the total amount of investment. The analysis also shows that the two types of firms' matching investment, in-kind and cash, do not bear a complementary, but a substitutive relations to each other. It also reconfirms the proposition that R&D incentives increase firm's financial investment. Despite many supportive studies emphasizing the cooperation between innovation performers, it is also found that the larger the number of institutions involved in a project, the less likely it leads to a technological success, And meeting the proposed deadlines without postponing is estimated to be a good barometer to predict the outcome of an R&D project. Also the probabilities of success for major variables are represented for policy implications, after calculating marginal effects.

  • PDF

Relations between ICT and Productivity: An Empirical Analysis on SMEs in Korea (정보통신(ICT)과 생산성의 관계 연구: 우리나라 중소기업에 대한 실증분석)

  • Jeong, Woo-Soo;Kim, Seung-Keon
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.40 no.11
    • /
    • pp.2238-2249
    • /
    • 2015
  • The purpose of this study is to analyze the relations of innovation and productivity following the introduction of ICT and the effects in the process of innovative investments activity-innovation-productivity, not only by finding causes and effects. For this purpose we conducted surveys of SMEs classified into 7 categories by type of business. To put it concretely, this study was performed to find out the foactors which allow companies to secure competitiveness by enhancing of innovative measures through ICT, and to further analyze the political implications for the development of small and medium-size business by conducting an empirical analysis of the process, from the determination of innovative investments all the way through to production. Analysis model used CDM model using econometric methods such as multiple regression analysis and multinominal logit analysis to produce results. Also we established and analyzed models of innovation investment determinants, innovation determinants and productivity determinants to analyze specifically the relations between ICT and productivity.

Economic Phenomena, Economic Analysis, and Its Statistical Applicability: Focusing on the Developments of Econometrics and Challenging Issues (경제현상과 경제분석, 그리고 통계학적 응용성 - 계량경제학의 발전과 과제를 중심으로 -)

  • Kim, Chiho
    • The Korean Journal of Applied Statistics
    • /
    • v.28 no.6
    • /
    • pp.1075-1091
    • /
    • 2015
  • This paper reviews the developments of econometric analysis and seeks a statistical applicability to current economic phenomena. During the last half century, economic analysis has progressed continuously, analyzing and predicting a broad variety of economic phenomena. In the center of this progress lies the remarkable contribution of econometrics and mathematical statistics. New economic research environment has been recently created via developments of IT and the spread of internet and SNSs. Economic phenomena has become increasingly complicated along with more volatile and sophisticated economic analysis. In that context, it can be suggested that there is a need to move beyond current economic paradigms and adapt new approaches such as complex theory and econophysics, all of which posits as a challenge for econometrics and statistics.

Comparison of Dietary Externalization in Korea and Japan -by Principal Component Analysis- (식생활 외부화에 관한 한일 비교 연구 -주성분 분석을 이용하여-)

  • Choi Hyun-Sook
    • Journal of the East Asian Society of Dietary Life
    • /
    • v.16 no.1
    • /
    • pp.23-28
    • /
    • 2006
  • The purpose of this paper was to clarify the actual conditions of the 'Dietary externalization' mainly by using the economic and nutrition-related data, accompanied by the economic development in Korea and Japan. 'Modernization of food style' and other modernization have taken place, among which 'Dietary externalization' in particular has recently drawn interest. At the time this paper clarified with econometric analysis whether there are differences between the two countries in term of the modernization of food style and dietary externalization trend. The trends of Dietary externalization of both Korea and Japan were studied using Principal Component Analysis method. The food subgroup were investigated based on the annual report on the household income and expenditure survey of Korea and the annual report on the family income and expenditure survey of Japan. The statistical data from both country were analyzed by SAS program. The results are as follows; 1. In Korea, the ratio of carbohydrates in the total calorie intake is quite high and animal protein is rather low compared to those in Japan. 2. Traditional food such as grains and vegetables are consumed much more in Korea than in Japan. 3. The Principal Component 1, 2 were extracted in both countries during the whole analysis period, which suggested the 'Dietary externalization' 4. Principal Component 1 has a positive factor loaded in all food items including meals outside the home and process food. In other words, it is apparent that the 'Dietary externalization' tread in Korea has a simple pattern suggesting that all externalization related items are on the rise. 5. Principal component 1, 2 which indicated the dietary externalization, were detected in Japan.

  • PDF

Making an Index of Mobile Telecommunications Service Quality - An Application to OECD Countries - (이동통신 통화품질의 지표화 - OECD 국가들을 중심으로 -)

  • Kang, Imho;Kim, Yongkyu
    • Informatization Policy
    • /
    • v.18 no.2
    • /
    • pp.85-98
    • /
    • 2011
  • This paper attempts to develop an index of mobile telecommunications service quality through econometric analysis using data of the leading telco in each OECD country. CapEx of the operator was selected as a proxy variable to represent the quality of the service. To eliminate the part which is dependent on the population and size from CapEx, however, CapEx was regressed on population, area, 3G coverage, Herfindahl-Hirschman Index (HHI) of mobile market, EBITDA margin, and market share of the leading operator. Then, the part of CapEx, which was explained by size and population, was subtracted from CapEx, and the remaining part was regarded as the quality index of mobile telecommunications service. Comparisons among quality indexes of each country revealed that the service quality in Korea and Japan is better than that of France, UK and Germany.

  • PDF